problem
stringclasses
191 values
mutant_id
stringlengths
11
61
rule
stringclasses
86 values
family
stringclasses
6 values
site
stringlengths
3
48
⌀
cls
stringclasses
3 values
killed_by_official
bool
2 classes
witness
stringclasses
168 values
selu
selu:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
selu
selu:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
selu
selu:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
selu
selu:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
selu
selu:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
selu
selu:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
selu
selu:relu-threshold-shift:0
relu-threshold-shift
semantic
val > 0.0f ? val :
no_witness
false
null
selu
selu:selu-alpha-perturb:0
selu-alpha-perturb
precision
1.6732632423543772f
no_witness
false
null
selu
selu:selu-scale-perturb:0
selu-scale-perturb
precision
1.0507009873554805f
killed_by_T0
true
null
selu
selu:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
selu
selu:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
sigmoid
sigmoid:bdim2gdim:0
bdim2gdim
indexing
blockDim.x
killed_by_T0
true
null
sigmoid
sigmoid:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
killed_by_T0
true
null
sigmoid
sigmoid:elementwise-guard-minus1:0
elementwise-guard-minus1
boundary
if (idx < n) {
killed_by_T0
true
null
sigmoid
sigmoid:expf-fast:0
expf-fast
precision
expf(
killed_by_T0
true
null
sigmoid
sigmoid:grid-x-use-block-y:0
grid-x-use-block-y
indexing
blockIdx.x * blockDim.x + threadIdx.x
killed_by_T0
true
null
sigmoid
sigmoid:guard-drop-if:0
guard-drop-if
boundary
if (idx < n)
killed_by_T0
true
null
sigmoid
sigmoid:lt2gt:0
lt2gt
boundary
idx < n)
killed_by_T0
true
null
sigmoid
sigmoid:lt2le:0
lt2le
boundary
idx < n)
no_witness
false
null
sigmoid
sigmoid:mul2div:0
mul2div
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
sigmoid
sigmoid:mul2plus:0
mul2plus
arithmetic
blockIdx.x * blockDim.x
killed_by_T0
true
null
sigmoid
sigmoid:plus2minus:0
plus2minus
arithmetic
blockDim.x + threadIdx.x
killed_by_T0
true
null
sigmoid
sigmoid:plus2minus:1
plus2minus
arithmetic
1.0f + expf
killed_by_T0
true
null
sigmoid
sigmoid:store-fp16:0
store-fp16
precision
out[idx] = 1.0f / (1.0f + expf(-val));
no_witness
false
null
sigmoid
sigmoid:tail-guard-tighten:0
tail-guard-tighten
boundary
if (idx < n) {
killed_by_T0
true
null
sigmoid
sigmoid:tidx2tidy:0
tidx2tidy
indexing
threadIdx.x
killed_by_T0
true
null
softmax
softmax:acc-fp16:801
acc-fp16
precision
local_sum
killed_by_T0
true
null
softmax
softmax:acc-minus:0
acc-minus
semantic
local_sum +=
high_value
false
T2_large
softmax
softmax:acc-overwrite:0
acc-overwrite
semantic
local_sum +=
high_value
false
T2_large
softmax
softmax:bidx2bidy:0
bidx2bidy
indexing
blockIdx.x
high_value
false
T2_large
softmax
softmax:ceil2floor-lit:0
ceil2floor-lit
boundary
(dim + 255) / 256
high_value
false
T4_tail_spike_misaligned
softmax
softmax:const0to1:0
const0to1
semantic
= 0.0f;
killed_by_T0
true
null
softmax
softmax:expf-fast:0
expf-fast
precision
expf(
no_witness
false
null
softmax
softmax:expf-fast:1
expf-fast
precision
expf(
killed_by_T0
true
null
softmax
softmax:fmax2fmin:0
fmax2fmin
semantic
fmaxf(
killed_by_T0
true
null
softmax
softmax:fmax2fmin:1
fmax2fmin
semantic
fmaxf(
high_value
false
T2_large
softmax
softmax:guard-drop-if:0
guard-drop-if
boundary
if (i < dim)
killed_by_T0
true
null
softmax
softmax:guard-drop-if:1
guard-drop-if
boundary
if (tid < s)
killed_by_T0
true
null
softmax
softmax:guard-drop-if:2
guard-drop-if
boundary
if (i < dim)
no_witness
false
null
softmax
softmax:guard-drop-if:3
guard-drop-if
boundary
if (tid < s)
killed_by_T0
true
null
softmax
softmax:guard-drop-if:4
guard-drop-if
boundary
if (i < dim)
no_witness
false
null
softmax
softmax:last-row-reduction-skip:0
last-row-reduction-skip
boundary
for (int it = 0; it < iters; it++)
no_witness
false
null
softmax
softmax:last-row-reduction-skip:1
last-row-reduction-skip
boundary
for (int it = 0; it < iters; it++)
killed_by_T0
true
null
softmax
softmax:last-row-reduction-skip:2
last-row-reduction-skip
boundary
for (int it = 0; it < iters; it++)
high_value
false
T2_large
softmax
softmax:loop-bound-minus1:0
loop-bound-minus1
boundary
; it < iters; it++
killed_by_T0
true
null
softmax
softmax:loop-bound-minus1:1
loop-bound-minus1
boundary
; it < iters; it++
high_value
false
T2_large
softmax
softmax:loop-bound-minus1:2
loop-bound-minus1
boundary
; it < iters; it++
high_value
false
T2_large
softmax
softmax:loop-start-1:0
loop-start-1
boundary
for (int it = 0;
no_witness
false
null
softmax
softmax:loop-start-1:1
loop-start-1
boundary
for (int it = 0;
killed_by_T0
true
null
softmax
softmax:loop-start-1:2
loop-start-1
boundary
for (int it = 0;
high_value
false
T2_large
softmax
softmax:lt2gt:0
lt2gt
boundary
i < dim)
killed_by_T0
true
null
softmax
softmax:lt2gt:1
lt2gt
boundary
tid < s)
killed_by_T0
true
null
softmax
softmax:lt2gt:2
lt2gt
boundary
i < dim)
killed_by_T0
true
null
softmax
softmax:lt2gt:3
lt2gt
boundary
tid < s)
killed_by_T0
true
null
softmax
softmax:lt2gt:4
lt2gt
boundary
i < dim)
high_value
false
T2_large
softmax
softmax:lt2le:0
lt2le
boundary
i < dim)
killed_by_T0
true
null
softmax
softmax:lt2le:1
lt2le
boundary
tid < s)
killed_by_T0
true
null
softmax
softmax:lt2le:2
lt2le
boundary
i < dim)
no_witness
false
null
softmax
softmax:lt2le:3
lt2le
boundary
tid < s)
killed_by_T0
true
null
softmax
softmax:lt2le:4
lt2le
boundary
i < dim)
no_witness
false
null
softmax
softmax:minus2plus:0
minus2plus
arithmetic
xr[i] - row_max
high_value
false
T2_large
softmax
softmax:minus2plus:1
minus2plus
arithmetic
xr[i] - row_max
high_value
false
T2_large
softmax
softmax:mul2div:0
mul2div
arithmetic
row * dim
high_value
false
T2_large
softmax
softmax:mul2div:1
mul2div
arithmetic
row * dim
high_value
false
T2_large
softmax
softmax:mul2div:2
mul2div
arithmetic
it * 256
high_value
false
T2_large
softmax
softmax:mul2div:3
mul2div
arithmetic
it * 256
high_value
false
T2_large
softmax
softmax:mul2div:4
mul2div
arithmetic
it * 256
high_value
false
T2_large
softmax
softmax:mul2plus:0
mul2plus
arithmetic
row * dim
high_value
false
T2_large
softmax
softmax:mul2plus:1
mul2plus
arithmetic
row * dim
high_value
false
T2_large
softmax
softmax:mul2plus:2
mul2plus
arithmetic
it * 256
high_value
false
T2_large
softmax
softmax:mul2plus:3
mul2plus
arithmetic
it * 256
high_value
false
T2_large
softmax
softmax:mul2plus:4
mul2plus
arithmetic
it * 256
high_value
false
T2_large
softmax
softmax:plus2minus:0
plus2minus
arithmetic
x + row
killed_by_T0
true
null
softmax
softmax:plus2minus:1
plus2minus
arithmetic
out + row
killed_by_T0
true
null
softmax
softmax:plus2minus:2
plus2minus
arithmetic
dim + 255
high_value
false
T2_large
softmax
softmax:plus2minus:3
plus2minus
arithmetic
256 + tid
killed_by_T0
true
null
softmax
softmax:plus2minus:4
plus2minus
arithmetic
sdata[tid + s]
killed_by_T0
true
null
softmax
softmax:plus2minus:5
plus2minus
arithmetic
256 + tid
killed_by_T0
true
null
softmax
softmax:plus2minus:6
plus2minus
arithmetic
sdata[tid] + sdata[tid
killed_by_T0
true
null
softmax
softmax:plus2minus:7
plus2minus
arithmetic
256 + tid
killed_by_T0
true
null
softmax
softmax:reduce-fmax-tie-order:0
reduce-fmax-tie-order
semantic
local_max = fmaxf(local_max, xr[i]);
no_witness
false
null
softmax
softmax:reduce-shift2:0
reduce-shift2
boundary
>>= 1)
killed_by_T0
true
null
softmax
softmax:reduce-shift2:1
reduce-shift2
boundary
>>= 1)
high_value
false
T2_large
softmax
softmax:reduction-barrier-move-before-store:0
reduction-barrier-move-before-store
sync
sdata[tid] = local_max; __syncthreads();
killed_by_T0
true
null
softmax
softmax:reduction-barrier-move-before-store:1
reduction-barrier-move-before-store
sync
sdata[tid] = local_sum; __syncthreads();
high_value
false
T2_large
softmax
softmax:reduction-partner-half-offset:0
reduction-partner-half-offset
indexing
sdata[tid + s]
high_value
false
T2_large
softmax
softmax:reduction-partner-half-offset:1
reduction-partner-half-offset
indexing
sdata[tid + s]
high_value
false
T2_large
softmax
softmax:sentinel-zero:0
sentinel-zero
semantic
-CUDART_INF_F
no_witness
false
null
softmax
softmax:smem-index-off1:0
smem-index-off1
indexing
[tid + s]
killed_by_T0
true
null
softmax
softmax:smem-index-off1:1
smem-index-off1
indexing
[tid + s]
killed_by_T0
true
null
softmax
softmax:softmax-max-subtraction-remove:0
softmax-max-subtraction-remove
precision
expf(xr[i] - row_max)
high_value
false
T2_large
softmax
softmax:softmax-max-subtraction-remove:1
softmax-max-subtraction-remove
precision
expf(xr[i] - row_max)
high_value
false
T2_large
softmax
softmax:store-fp16:0
null
null
null
killed_by_T0
true
null
softmax
softmax:store-fp16:1
store-fp16
precision
sdata[tid] = fmaxf(sdata[tid], sdata[tid + s]);
no_witness
false
null
softmax
softmax:store-fp16:2
store-fp16
precision
sdata[tid] = local_sum;
killed_by_T0
true
null
softmax
softmax:store-fp16:3
store-fp16
precision
sdata[tid] = sdata[tid] + sdata[tid + s];
no_witness
false
null
softmax
softmax:store-fp16:4
store-fp16
precision
outr[i] = expf(xr[i] - row_max) / row_sum;
killed_by_T0
true
null
softmax
softmax:sync-remove:0
sync-remove
sync
__syncthreads();
killed_by_T0
true
null
softmax
softmax:sync-remove:1
sync-remove
sync
__syncthreads();
high_value
false
T2_large
softmax
softmax:sync-remove:2
sync-remove
sync
__syncthreads();
no_witness
false
null